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CS50’s Introduction to Artificial Intelligence with Python
Learn to use machine learning in Python in this introductory course on artificial intelligence.
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Duration:
7 weeks long
Time Commitment:
10 – 30 hours per week
What You’ll Learn
Graph search algorithms
Reinforcement learning
Machine learning
Artificial intelligence principles
How to design intelligent systems
How to use AI in Python programs
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Data Science: Machine Learning
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
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Duration:
8 weeks long
Time Commitment:
2 – 4 hours per week
What You’ll Learn
The basics of machine learning
How to perform cross-validation to avoid overtraining
Several popular machine learning algorithms
How to build a recommendation system
What is regularization and why it is useful
How to use AI in Python programs
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Fundamentals of TinyML
Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
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Duration:
5 weeks long
Time Commitment:
2 – 4 hours per week
What You’ll Learn
Fundamentals of Machine Learning (ML)
Fundamentals of Deep Learning
How to gather data for ML
How to train and deploy ML models
Understanding embedded ML
Responsible AI Design
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HKS Executive Education Faculty Webinar: Machine Learning for Leaders
HKS Executive Education and Harvard’s John A. Paulson School of Engineering and Applied Sciences present a webinar featuring Harvard faculty Martin Wattenberg and Fernanda Viégas.
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Duration:
1 total hour
Pace:
Self-paced
Course Description
HKS Executive Education and Harvard’s John A. Paulson School of Engineering and Applied Sciences present a webinar featuring Harvard faculty Martin Wattenberg and Fernanda Viégas. The presentation, based on an initiative the duo spearheaded during their time at Google, introduces the basics of machine learning with an emphasis on issues of importance to leaders and policy-makers in government, law, and technology.
Books & Publications
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The Man In The Middle
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Angry Musings From Africa
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The Village Chief Is A Cannibal
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Humanism In Uganda
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From Mental Slavery To Freedom
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Between The Cross And The Rainbow
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When Footsteps Become Stories
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Think For Yourself And Do Good Better
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Some People Are Gay, Get Over It
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Stolen Legitimacy
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Because I Love This Land
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Degrees Are Dead
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Prompt Engineering Playbook
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Tales From The Sages
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MAMA Africa Tell Your Story
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Song Of An Infidel
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Modern Humanism
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The God Business And The Death Of Reason In Africa
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Brainy Buddy
Author: Mariam Nassejje